智能的本质与意义OA

Large language models now provide instant answers to general-education questions.Starting from this observa-tion,this article argues that the intelligent era has arrived.This era reshapes education,research,and work.Consequently,people face anxieties and crises of transitioning from being landless and propertyless to feeling useless.To address these challenges,the discussion starts with the unity of opposites between complexity and intelligence.Life can be viewed as complexified matter,and intelligence as complexified computation.The diversities and uncertainties of complexity deter-mine the fundamental difficulties in the emergence and governance of intelligence.Following this line of thought,the ar-ticle proposes a parallel path of generating substance from cyberspace.The ACP approach places oppositions within artifi-cial societies and implements unities within actual societies.Through computational experiments and parallel executions,this framework forms closed loops that transform small knowledge into large models,and subsequently into deep intelli-gence.Finally,utilizing the ontological framework of three worlds,the article recounts the evolutionary trends of"old","past",and"new"AI.It emphasizes that safety and governance must advance synchronously with development.This en-sures the intelligent era remains founded on human value and powered by diverse intelligences,ultimately benefiting hu-manity.